{"id":"https://openalex.org/W4389104765","doi":"https://doi.org/10.1109/mcg.2023.3336224","title":"NeRF-In: Free-Form Inpainting for Pretrained NeRF With RGB-D Priors","display_name":"NeRF-In: Free-Form Inpainting for Pretrained NeRF With RGB-D Priors","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389104765","doi":"https://doi.org/10.1109/mcg.2023.3336224","pmid":"https://pubmed.ncbi.nlm.nih.gov/38015709"},"language":"en","primary_location":{"id":"doi:10.1109/mcg.2023.3336224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2023.3336224","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063942521","display_name":"I\u2010Chao Shen","orcid":"https://orcid.org/0000-0003-4201-3793"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"I-Chao Shen","raw_affiliation_strings":["The University of Tokyo, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4201-3793","affiliations":[{"raw_affiliation_string":"The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053921126","display_name":"Hao-Kang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hao-Kang Liu","raw_affiliation_strings":["Synopsys, Inc, Hsinchu, Taiwan","National Taiwan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Synopsys, Inc, Hsinchu, Taiwan","institution_ids":[]},{"raw_affiliation_string":"National Taiwan University, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047845215","display_name":"Bing\u2010Yu Chen","orcid":"https://orcid.org/0000-0003-0169-7682"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bing-Yu Chen","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-0169-7682","affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2995,"currency":"USD","value_usd":2995},"apc_paid":null,"fwci":3.2051,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.934408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"44","issue":"2","first_page":"100","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8592472076416016},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.8101939558982849},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6939221620559692},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6304574012756348},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6060943603515625},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5788434743881226},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.499725341796875},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.48072364926338196},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.36917585134506226},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.08024388551712036}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8592472076416016},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.8101939558982849},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6939221620559692},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6304574012756348},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6060943603515625},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5788434743881226},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.499725341796875},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.48072364926338196},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.36917585134506226},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.08024388551712036},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcg.2023.3336224","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcg.2023.3336224","pdf_url":null,"source":{"id":"https://openalex.org/S105380075","display_name":"IEEE Computer Graphics and Applications","issn_l":"0272-1716","issn":["0272-1716","1558-1756"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Computer Graphics and Applications","raw_type":"journal-article"},{"id":"pmid:38015709","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38015709","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE computer graphics and applications","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7171534104","display_name":null,"funder_award_id":"NTU112L900902","funder_id":"https://openalex.org/F4320323900","funder_display_name":"National Taiwan University"}],"funders":[{"id":"https://openalex.org/F4320323900","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2115273023","https://openalex.org/W2254462240","https://openalex.org/W2611104282","https://openalex.org/W2738588019","https://openalex.org/W2798365772","https://openalex.org/W2964288609","https://openalex.org/W3112108866","https://openalex.org/W3145291360","https://openalex.org/W3172917640","https://openalex.org/W3199003182","https://openalex.org/W3204326360","https://openalex.org/W4200150166","https://openalex.org/W4214564845","https://openalex.org/W4214605256","https://openalex.org/W4214731463","https://openalex.org/W4214748949","https://openalex.org/W4312244484","https://openalex.org/W4312632331","https://openalex.org/W4313167908","https://openalex.org/W4386065379","https://openalex.org/W4386071490","https://openalex.org/W6631190155","https://openalex.org/W6796524941"],"related_works":["https://openalex.org/W2017457812","https://openalex.org/W3178025616","https://openalex.org/W2131831293","https://openalex.org/W2946160871","https://openalex.org/W3035059915","https://openalex.org/W1995073329","https://openalex.org/W2060947339","https://openalex.org/W425542480","https://openalex.org/W49967185","https://openalex.org/W2107727507"],"abstract_inverted_index":{"Neural":[0],"radiance":[1],"field":[2],"(NeRF)":[3],"has":[4],"emerged":[5],"as":[6],"a":[7,18,50,67,72],"versatile":[8],"scene":[9,27,53],"representation.":[10],"However,":[11],"it":[12,137],"is":[13],"still":[14],"unintuitive":[15],"to":[16,45,70,93],"edit":[17],"pretrained":[19,51,85],"NeRF":[20,52],"because":[21],"the":[22,26,39,75,84,90,117],"network":[23],"parameters":[24],"and":[25,59,97,101,135,141],"appearance":[28],"are":[29],"often":[30],"not":[31],"explicitly":[32],"associated.":[33],"In":[34],"this":[35],"article,":[36],"we":[37,109],"introduce":[38],"first":[40,65],"framework":[41,88,131],"that":[42,114],"enables":[43],"users":[44],"retouch":[46],"undesired":[47],"regions":[48,123],"in":[49,120],"without":[54],"accessing":[55],"any":[56],"training":[57],"data":[58,61],"category-specific":[60],"prior.":[62],"The":[63],"user":[64,147],"draws":[66],"free-form":[68],"mask":[69,92],"specify":[71],"region":[73],"containing":[74],"unwanted":[76],"objects":[77],"over":[78],"an":[79,111],"arbitrary":[80],"rendered":[81,95],"view":[82],"from":[83],"NeRF.":[86],"Our":[87],"transfers":[89],"user-drawn":[91],"other":[94],"views":[96],"estimates":[98],"guiding":[99],"color":[100],"depth":[102],"images":[103],"within":[104],"transferred":[105],"masked":[106,122],"regions.":[107],"Next,":[108],"formulate":[110],"optimization":[112],"problem":[113],"jointly":[115],"inpaints":[116],"image":[118],"content":[119],"all":[121],"by":[124],"updating":[125],"NeRF's":[126],"parameters.":[127],"We":[128],"demonstrate":[129],"our":[130],"on":[132],"diverse":[133],"scenes":[134],"show":[136],"obtained":[138],"visually":[139],"plausible":[140],"structurally":[142],"consistent":[143],"results":[144],"using":[145],"less":[146],"manual":[148],"efforts.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}